MétaCan
Menu
Back to cohort
Record W4414385412 · doi:10.1111/tct.70212

Patients and Community Members as Equal Partners in Curriculum Decision‐Making

2025· article· en· W4414385412 on OpenAlexaffabout
Larry Leung, Jason Min, Kerry Wilbur

Bibliographic record

VenueThe Clinical Teacher · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicService-Learning and Community Engagement
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsCurriculumFocus (optics)Work (physics)Focus groupMEDLINE

Abstract

fetched live from OpenAlex

BACKGROUND: Patients and community members make essential contributions to health professional education, which has consistently demonstrated a positive impact on student learning. However, patients and community members do not often have the opportunity for formal participation at higher levels outside instructional spaces. Teaching faculty leaders in the Faculty of Pharmaceutical Sciences at the University of British Columbia formed the Indigenous Advisory Committee (IAC) whereby community members contribute as equal partners in curriculum decision-making. APPROACH: The IAC provided oversight and authority on the decolonisation and Indigenisation efforts in the pharmacy programme and was formally embedded in the governance model and reporting structure of the curriculum committee. Majority membership was Indigenous members to ensure these experts were the leading voice. The IAC developed five curricular pillars and accompanying core learning objectives to underpin all Indigenous content across the pharmacy programme and devised an engagement pathway for collaboration with community partners. EVALUATION: Key changes were implemented in the pharmacy curriculum, including a mandatory Indigenous Health and Cultural Safety course, the first of its kind among pharmacy programmes in Canada. In formal committee feedback, community members described feeling valued as their input is reflected and prioritised in decision-making. Student members were motivated to form a new social club for Indigenous students to connect and share cultural experiences. IMPACT: The work of IAC ensured relevant student courses and content was rooted in authentic lived experiences with a community-informed focus on strengths and needs. Equal-partner roles in curriculum decision-making loosened conventional hierarchical structures and reinforced community relationships and forged new collaborations.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.011
metaresearch head score (Gemma)0.005
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.210
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0110.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.115
GPT teacher head0.493
Teacher spread0.378 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueThe Clinical TeacherSame topicService-Learning and Community EngagementFrench-language works237,207